Scoring lawmakers based upon the votes they cast while serving in Congress is both commonplace and politically consequential. However, scoring legislators’ voting records is not without its problems— even when performed by organizations without a specific policy agenda. A telling illustration of the impact that these scores have on political debate recently arose in the 2004 Democratic presidential primaries.